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33 Results
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Poster
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Tue 10:30 |
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100 Sahil Singla · Surbhi Singla · Soheil Feizi |
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Workshop
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Learning Robust Algorithms for Online Allocation Problems Using Adversarial Training Goran Zuzic · Di Wang · Aranyak Mehta · D. Sivakumar |
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Poster
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Tue 18:30 |
Finding Biological Plausibility for Adversarially Robust Features via Metameric Tasks Anne Harrington · Arturo Deza |
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Poster
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Wed 18:30 |
On the Convergence of Certified Robust Training with Interval Bound Propagation Yihan Wang · Zhouxing Shi · Quanquan Gu · Cho-Jui Hsieh |
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Poster
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Thu 2:30 |
Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off Rahul Rade · Seyed-Mohsen Moosavi-Dezfooli |
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Poster
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Tue 18:30 |
Robust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning Shaopeng Fu · Fengxiang He · Yang Liu · Li Shen · Dacheng Tao |
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Poster
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Tue 10:30 |
Provably Robust Adversarial Examples Dimitar I. Dimitrov · Gagandeep Singh · Timon Gehr · Martin Vechev |
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Spotlight
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Thu 10:30 |
Boosting Randomized Smoothing with Variance Reduced Classifiers Miklós Horváth · Mark N Müller · Marc Fischer · Martin Vechev |
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Poster
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Wed 10:30 |
Towards Understanding the Robustness Against Evasion Attack on Categorical Data Hongyan Bao · Yufei Han · Yujun Zhou · Yun Shen · Xiangliang Zhang |
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Poster
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Wed 2:30 |
Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness Simon Geisler · Johanna Sommer · Jan Schuchardt · Aleksandar Bojchevski · Stephan Günnemann |
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Poster
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Thu 10:30 |
Boosting Randomized Smoothing with Variance Reduced Classifiers Miklós Horváth · Mark N Müller · Marc Fischer · Martin Vechev |
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Poster
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Mon 2:30 |
Boosting the Certified Robustness of L-infinity Distance Nets Bohang Zhang · Du Jiang · Di He · Liwei Wang |